Paolo Avesani

According to our database, Paolo Avesani authored at least 95 papers between 1995 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Supervised tractogram filtering using Geometric Deep Learning.

Pietro Astolfi, Ruben Verhagen, Laurent Petit, Emanuele Olivetti, Silvio Sarubbo, Jonathan Masci, Davide Boscaini, Paolo Avesani

Medical Image Anal., December, 2023

brainlife.io: A decentralized and open source cloud platform to support neuroscience research.

Soichi Hayashi, Bradley Caron, Anibal Solon Heinsfeld, Sophia Vinci-Booher, Brent C. McPherson, Daniel N. Bullock, Giulia Berto, J. Guiomar Niso, Sandra Hanekamp, Daniel Levitas, Lindsey Kitchell, Josiah Leong, Filipi N. Silva, Serge Koudoro, Hanna Willis, Jasleen Jolly, Derek Pisner, Taylor Zuidema, Jan Kurzwaski, Koulla Mikellidou, Aurore Bussalb, Christopher Rorden, Conner Victory, Dheeraj Bhatia, Dogu Baran Aydogan, Frank C. Yeh, Franco Delogu, Javier Guaje, Jelle Veraart, Jeremy Fischer, Joshua Faskowitz, Maximilien Chaumon, Ricardo Fabrega, David Hunt, Shawn McKee, Shaw T. Brown, Stephanie Heyman, Vittorio Iacovella, Amanda Mejia, Daniele Marinazzo, R. Cameron Craddock, Emanuele Olivetti, Jamie Hanson, Paolo Avesani, Eleftherios Garyfallidis, Daniel Stanzione, James P. Carson, Robert Henschel, David Y. Hancock, Craig A. Stewart, David M. Schnyer, Damian Eke, Russell A. Poldrack, Nathalie George, Holly Bridge, Ilaria Sani, Winrich Freiwald, Aina Puce, Nicholas Port, Franco Pestilli

CoRR, 2023

How Does White Matter Registration Affect Tractography Alignment?

Gabriele Amorosino, Emanuele Olivetti, Jorge Jovicich, Paolo Avesani

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

2022

DBB - A Distorted Brain Benchmark for Automatic Tissue Segmentation in Paediatric Patients.

Gabriele Amorosino, Denis Peruzzo, Daniela Redaelli, Emanuele Olivetti, Filippo Arrigoni, Paolo Avesani

NeuroImage, 2022

2021

Classifyber, a robust streamline-based linear classifier for white matter bundle segmentation.

Giulia Bertò, Daniel Bullock, Pietro Astolfi, Soichi Hayashi, Luca Zigiotto, Luciano Annicchiarico, Francesco Corsini, Alessandro De Benedictis, Silvio Sarubbo, Franco Pestilli, Paolo Avesani, Emanuele Olivetti

NeuroImage, 2021

2020

Nonlinear Alignment of Whole Tractograms with the Linear Assignment Problem.

Emanuele Olivetti, Pietro Gori, Pietro Astolfi, Giulia Bertò, Paolo Avesani

Proceedings of the Biomedical Image Registration - 9th International Workshop, 2020

Tractogram Filtering of Anatomically Non-plausible Fibers with Geometric Deep Learning.

Pietro Astolfi, Ruben Verhagen, Laurent Petit, Emanuele Olivetti, Jonathan Masci, Davide Boscaini, Paolo Avesani

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Automatic Tissue Segmentation with Deep Learning in Patients with Congenital or Acquired Distortion of Brain Anatomy.

Gabriele Amorosino, Denis Peruzzo, Pietro Astolfi, Daniela Redaelli, Paolo Avesani, Filippo Arrigoni, Emanuele Olivetti

Proceedings of the Machine Learning in Clinical Neuroimaging and Radiogenomics in Neuro-oncology, 2020

A Stem-Based Dissection of Inferior Fronto-Occipital Fasciculus with A Deep Learning Model.

Pietro Astolfi, Alessandro De Benedictis, Silvio Sarubbo, Giulia Berto, Emanuele Olivetti, Diego Sona, Paolo Avesani

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

2019

A Test for Shared Patterns in Cross-modal Brain Activation Analysis.

Elena Kalinina, Fabian Pedregosa, Vittorio Iacovella, Emanuele Olivetti, Paolo Avesani

CoRR, 2019

Anatomically-Informed Multiple Linear Assignment Problems for White Matter Bundle Segmentation.

Giulia Bertò, Paolo Avesani, Franco Pestilli, Daniel Bullock, Bradley Caron, Emanuele Olivetti

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

2018

Classification-Based Prediction of Effective Connectivity Between Timeseries With a Realistic Cortical Network Model.

Emanuele Olivetti, Danilo Benozzo, Jan Bím, Stefano Panzeri, Paolo Avesani

Frontiers Comput. Neurosci., 2018

2017

Supervised Estimation of Granger-Based Causality between Time Series.

Danilo Benozzo, Emanuele Olivetti, Paolo Avesani

Frontiers Neuroinformatics, 2017

Comparison of distances for supervised segmentation of white matter tractography.

Emanuele Olivetti, Giulia Berto, Pietro Gori, Nusrat Sharmin, Paolo Avesani

Proceedings of the 2017 International Workshop on Pattern Recognition in Neuroimaging, 2017

2015

DECAF: MEG-Based Multimodal Database for Decoding Affective Physiological Responses.

Mojtaba Khomami Abadi, Ramanathan Subramanian, Seyed Mostafa Kia, Paolo Avesani, Ioannis Patras, Nicu Sebe

IEEE Trans. Affect. Comput., 2015

Non-parametric temporal modeling of the hemodynamic response function via a liquid state machine.

Paolo Avesani, Hananel Hazan, Ester Koilis, Larry M. Manevitz, Diego Sona

Neural Networks, 2015

On pruning the search space for clustering ensemble problems.

Sandro Vega-Pons, Paolo Avesani

Neurocomputing, 2015

Tractome: a visual data mining tool for brain connectivity analysis.

Diana Porro-Muñoz, Emanuele Olivetti, Nusrat Sharmin, Thien Bao Nguyen, Eleftherios Garyfallidis, Paolo Avesani

Data Min. Knowl. Discov., 2015

The Approximation of the Dissimilarity Projection.

Emanuele Olivetti, Thien Bao Nguyen, Paolo Avesani

CoRR, 2015

Statistical independence for the evaluation of classifier-based diagnosis.

Emanuele Olivetti, Susanne Greiner, Paolo Avesani

Brain Informatics, 2015

Goals at risk? Machine learning at support of early assessment.

Paolo Avesani, Anna Perini, Alberto Siena, Angelo Susi

Proceedings of the 23rd IEEE International Requirements Engineering Conference, 2015

Tractography Mapping for Dissimilarity Space across Subjects.

Paolo Avesani, Thien Bao Nguyen, Nivedita Agarwal, Mark Bromberg, Lubdha Shah, Emanuele Olivetti

Proceedings of the 2015 International Workshop on Pattern Recognition in NeuroImaging, 2015

Movie Genre Classification by Exploiting MEG Brain Signals.

Pouya Ghaemmaghami, Mojtaba Khomami Abadi, Seyed Mostafa Kia, Paolo Avesani, Nicu Sebe

Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015

2014

Classification of inter-subject fMRI data based on graph kernels.

Sandro Vega-Pons, Paolo Avesani, Michael Andric, Uri Hasson

Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2014

MEG decoding across subjects.

Emanuele Olivetti, Seyed Mostafa Kia, Paolo Avesani

Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2014

Sensor-level maps with the kernel two-sample test.

Emanuele Olivetti, Seyed Mostafa Kia, Paolo Avesani

Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2014

Functional hyperalignment of resting state FMRI sessions driven by autonomic activity.

Vittorio Iacovella, Andrea Bertana, Paolo Avesani

Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2014

Mapping Tractography Across Subjects.

Thien Bao Nguyen, Emanuele Olivetti, Paolo Avesani

Proceedings of the Machine Learning and Interpretation in Neuroimaging, 2014

Multi-Task Learning for Interpretation of Brain Decoding Models.

Seyed Mostafa Kia, Sandro Vega-Pons, Emanuele Olivetti, Paolo Avesani

Proceedings of the Machine Learning and Interpretation in Neuroimaging, 2014

Classification-Based Causality Detection in Time Series.

Danilo Benozzo, Emanuele Olivetti, Paolo Avesani

Proceedings of the Machine Learning and Interpretation in Neuroimaging, 2014

2013

A Machine Learning Approach to Software Requirements Prioritization.

Anna Perini, Angelo Susi, Paolo Avesani

IEEE Trans. Software Eng., 2013

Brain Decoding via Graph Kernels.

Sandro Vega-Pons, Paolo Avesani

Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2013

Fast Clustering for Interactive Tractography Segmentation.

Emanuele Olivetti, Thien Bao Nguyen, Eleftherios Garyfallidis, Nivedita Agarwal, Paolo Avesani

Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2013

Discrete Cosine Transform for MEG Signal Decoding.

Seyed Mostafa Kia, Emanuele Olivetti, Paolo Avesani

Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2013

Disentanglement of Session and Plasticity Effects in Longitudinal fMRI Studies.

Vittorio Iacovella, Paolo Avesani, Gabriele Miceli

Proceedings of the Machine Learning in Medical Imaging - 4th International Workshop, 2013

Decoding affect in videos employing the MEG brain signal.

Mojtaba Khomami Abadi, Seyed Mostafa Kia, Subramanian Ramanathan, Paolo Avesani, Nicu Sebe

Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

User-centric Affective Video Tagging from MEG and Peripheral Physiological Responses.

Mojtaba Khomami Abadi, Seyed Mostafa Kia, Subramanian Ramanathan, Paolo Avesani, Nicu Sebe

Proceedings of the 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, 2013

2012

Testing Multiclass Pattern Discrimination.

Emanuele Olivetti, Susanne Greiner, Paolo Avesani

Proceedings of the Second International Workshop on Pattern Recognition in NeuroImaging, 2012

2011

Supervised Segmentation of Fiber Tracts.

Emanuele Olivetti, Paolo Avesani

Proceedings of the Similarity-Based Pattern Recognition - First International Workshop, 2011

Testing for Information with Brain Decoding.

Emanuele Olivetti, Sriharsha Veeramachaneni, Paolo Avesani

Proceedings of the 2011 International Workshop on Pattern Recognition in NeuroImaging, 2011

Learning BOLD Response in fMRI by Reservoir Computing.

Paolo Avesani, Hananel Hazan, Ester Koilis, Larry M. Manevitz, Diego Sona

Proceedings of the 2011 International Workshop on Pattern Recognition in NeuroImaging, 2011

Pairwise Analysis for Longitudinal fMRI Studies.

Diego Sona, Paolo Avesani, Stefano Magon, Gianpaolo Basso, Gabriele Miceli

Proceedings of the Machine Learning and Interpretation in Neuroimaging, 2011

Induction in Neuroscience with Classification: Issues and Solutions.

Emanuele Olivetti, Susanne Greiner, Paolo Avesani

Proceedings of the Machine Learning and Interpretation in Neuroimaging, 2011

2010

Multivariate Brain Mapping by Random Subspaces.

Diego Sona, Paolo Avesani

Proceedings of the 20th International Conference on Pattern Recognition, 2010

Brain connectivity analysis by reduction to pair classification.

Emanuele Olivetti, Sriharsha Veeramachaneni, Susanne Greiner, Paolo Avesani

Proceedings of the 2nd International Workshop on Cognitive Information Processing, 2010

Feature Rating by Random Subspaces for Functional Brain Mapping.

Diego Sona, Paolo Avesani

Proceedings of the Brain Informatics, International Conference, 2010

2009

Trust Metrics in Recommender Systems.

Paolo Massa, Paolo Avesani

Proceedings of the Computing with Social Trust, 2009

Learning to Interpret Cognitive States from fMRI Brain Images.

Diego Sona, Emanuele Olivetti, Paolo Avesani, Sriharsha Veeramachaneni

Proceedings of the Computational Intelligence and Bioengineering, 2009

A large dataset for the evaluation of ontology matching.

Fausto Giunchiglia, Mikalai Yatskevich, Paolo Avesani, Pavel Shvaiko

Knowl. Eng. Rev., 2009

A Recommender for Active Preference Estimate.

Andrea Malossini, Paolo Avesani

Proceedings of the Digital Business - First Iternational ICST Conference, 2009

2008

A relational cascade correlation for structured outputs.

Nicola Polettini, Diego Sona, Paolo Avesani

Proceedings of the International Joint Conference on Neural Networks, 2008

2007

Trust Metrics on Controversial Users: Balancing Between Tyranny of the Majority.

Paolo Massa, Paolo Avesani

Int. J. Semantic Web Inf. Syst., 2007

Trust-aware recommender systems.

Paolo Massa, Paolo Avesani

Proceedings of the 2007 ACM Conference on Recommender Systems, 2007

An Analysis of the Use of Tags in a Blog Recommender System.

Conor Hayes, Paolo Avesani, Sriharsha Veeramachaneni

Proceedings of the IJCAI 2007, 2007

Using Tags and Clustering to Identify Topic-Relevant Blogs.

Conor Hayes, Paolo Avesani

Proceedings of the First International Conference on Weblogs and Social Media, 2007

Inferring Cognition from fMRI Brain Images.

Diego Sona, Sriharsha Veeramachaneni, Emanuele Olivetti, Paolo Avesani

Proceedings of the Artificial Neural Networks, 2007

Building Quality-Based Views of the Web.

Enrico Triolo, Nicola Polettini, Diego Sona, Paolo Avesani

Proceedings of the AI*IA 2007: Artificial Intelligence and Human-Oriented Computing, 2007

2006

An Analysis of Bloggers, Topics and Tags for a Blog Recommender System.

Conor Hayes, Paolo Avesani, Uldis Bojars

Proceedings of the From Web to Social Web: Discovering and Deploying User and Content Profiles, 2006

Regularization for Unsupervised Classification on Taxonomies.

Diego Sona, Sriharsha Veeramachaneni, Nicola Polettini, Paolo Avesani

Proceedings of the Foundations of Intelligent Systems, 16th International Symposium, 2006

Using the Case-Based Ranking Methodology for Test Case Prioritization.

Paolo Tonella, Paolo Avesani, Angelo Susi

Proceedings of the 22nd IEEE International Conference on Software Maintenance (ICSM 2006), 2006

Active sampling for detecting irrelevant features.

Sriharsha Veeramachaneni, Emanuele Olivetti, Paolo Avesani

Proceedings of the Machine Learning, 2006

2005

Clustering documents into a web directory for bootstrapping a supervised classification.

Giordano Adami, Paolo Avesani, Diego Sona

Data Knowl. Eng., 2005

Shared lexicon for distributed annotations on the Web.

Paolo Avesani, Marco Cova

Proceedings of the 14th international conference on World Wide Web, 2005

A Large Scale Taxonomy Mapping Evaluation.

Paolo Avesani, Fausto Giunchiglia, Mikalai Yatskevich

Proceedings of the Semantic Web - ISWC 2005, 4th International Semantic Web Conference, 2005

Exploiting Domain Knowledge in Requirements Prioritization.

Paolo Avesani, Cinzia Bazzanella, Anna Perini, Angelo Susi

Proceedings of the 17th International Conference on Software Engineering and Knowledge Engineering (SEKE'2005), 2005

A trust-enhanced recommender system application: Moleskiing.

Paolo Avesani, Paolo Massa, Roberto Tiella

Proceedings of the 2005 ACM Symposium on Applied Computing (SAC), 2005

Facing Scalability Issues in Requirements Prioritization with Machine Learning Techniques.

Paolo Avesani, Cinzia Bazzanella, Anna Perini, Angelo Susi

Proceedings of the 13th IEEE International Conference on Requirements Engineering (RE 2005), 29 August, 2005

Active Sampling for Knowledge Discovery from Biomedical Data.

Sriharsha Veeramachaneni, Francesca Demichelis, Emanuele Olivetti, Paolo Avesani

Proceedings of the Knowledge Discovery in Databases: PKDD 2005, 2005

Tagsocratic: Learning Shared Concepts on the Blogosphere.

Dina Goren-Bar, Israela Levi, Conor Hayes, Paolo Avesani

Proceedings of the Intelligent Technologies for Interactive Entertainment, 2005

Collaborative Case-Based Preference Elicitation.

Paolo Avesani, Angelo Susi, Daniele Zanoni

Proceedings of the Innovations in Applied Artificial Intelligence, 2005

Hierarchical Dirichlet model for document classification.

Sriharsha Veeramachaneni, Diego Sona, Paolo Avesani

Proceedings of the Machine Learning, 2005

Re-using Implicit Knowledge in Short-Term Information Profiles for Context-Sensitive Tasks.

Conor Hayes, Paolo Avesani, Emiliano Baldo, Padraig Cunningham

Proceedings of the Case-Based Reasoning, 2005

Language Games: Solving the Vocabulary Problem in Multi-Case-Base Reasoning.

Paolo Avesani, Conor Hayes, Marco Cova

Proceedings of the Case-Based Reasoning, 2005

Advertising Strategies: Learning Competence through Cooperative Game Playing.

Paolo Avesani, Conor Hayes

Proceedings of the 6th International Conference on Case-Based Reasoning, 2005

Helping Physicians to Organize Guidelines Within Conceptual Hierarchies.

Diego Sona, Paolo Avesani, Robert Moskovitch

Proceedings of the Artificial Intelligence in Medicine, 2005

Controversial Users Demand Local Trust Metrics: An Experimental Study on Epinions.com Community.

Paolo Massa, Paolo Avesani

Proceedings of the Proceedings, 2005

2004

Supporting the Requirements Prioritization Process. A Machine Learning approach.

Paolo Avesani, Cinzia Bazzanella, Anna Perini, Angelo Susi

Proceedings of the Sixteenth International Conference on Software Engineering & Knowledge Engineering (SEKE'2004), 2004

On the Discovery of the Semantic Context of Queries by Game-Playing.

Alessandro Agostini, Paolo Avesani

Proceedings of the Flexible Query Answering Systems, 6th International Conference, 2004

Trust-Aware Collaborative Filtering for Recommender Systems.

Paolo Massa, Paolo Avesani

Proceedings of the On the Move to Meaningful Internet Systems 2004: CoopIS, 2004

2003

Clustering documents in a web directory.

Giordano Adami, Paolo Avesani, Diego Sona

Proceedings of the Fifth ACM CIKM International Workshop on Web Information and Data Management (WIDM 2003), 2003

A Peer-to-Peer Advertising Game.

Paolo Avesani, Alessandro Agostini

Proceedings of the Service-Oriented Computing, 2003

Active Sampling for Feature Selection.

Sriharsha Veeramachaneni, Paolo Avesani

Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003

Case-Based Ranking for Decision Support Systems.

Paolo Avesani, Sara Ferrari, Angelo Susi

Proceedings of the Case-Based Reasoning Research and Development, 2003

Advertising Games for Web Services.

Alessandro Agostini, Paolo Avesani

Proceedings of the On The Move to Meaningful Internet Systems 2003: CoopIS, DOA, and ODBASE, 2003

Bootstrapping for hierarchical document classification.

Giordano Adami, Paolo Avesani, Diego Sona

Proceedings of the 2003 ACM CIKM International Conference on Information and Knowledge Management, 2003

2002

Recommendation and Personalization From Item to Collection.

Paolo Avesani, Paolo Massa

Proceedings of the 6th European Conference ov Case Based Reasoning, 2002

Collaborative Case-Based Recommender Systems.

Stefano Aguzzoli, Paolo Avesani, Paolo Massa

Proceedings of the Advances in Case-Based Reasoning, 6th European Conference, 2002

Collaborative Radio Community.

Paolo Avesani, Paolo Massa, Michele Nori, Angelo Susi

Proceedings of the Adaptive Hypermedia and Adaptive Web-Based Systems, 2002

2001

A Logical Framwork for Fuzzy Collaborative Filtering.

Stefano Aguzzoli, Paolo Avesani, Brunella Gerla

Proceedings of the 10th IEEE International Conference on Fuzzy Systems, 2001

2000

Interactive Case-Based Planning for Forest Fire Management.

Paolo Avesani, Anna Perini, Francesco Ricci

Appl. Intell., 2000

1999

Data Compression and Local Metrics for Nearest Neighbor Classification.

Francesco Ricci, Paolo Avesani

IEEE Trans. Pattern Anal. Mach. Intell., 1999

Adaptation-Dependent Retrieval Problem: A Formal Definition.

Paolo Avesani, Enrico Blanzieri

Proceedings of the Challenges for Case-Based Reasoning, 1999

Advanced Metrics for Class-Driven Similarity Search.

Paolo Avesani, Enrico Blanzieri, Francesco Ricci

Proceedings of the 10th International Workshop on Database & Expert Systems Applications, 1999

1997

CBET: Acase Base Exploration Tool.

Paolo Avesani, Anna Perini, Francesco Ricci

Proceedings of the AI*IA 97: Advances in Artificial Intelligence, 1997

1995

Learning a Local Similarity Metric for Case-Based Reasoning.

Francesco Ricci, Paolo Avesani

Proceedings of the Case-Based Reasoning Research and Development, 1995